CORTEXA
← Browse

Jingyi Huang

3 papers indexed

openalexAgriculture2026-07-23

Does the County-Level Business Environment Improve the Quality of Agriculture-Related Market Entry? Evidence from China

Xingyuan Yao, Jingyi Huang, Yufen Zhong, Qingfan Lin, Weiming Lin

Improving the quality of agriculture-related market entry is central to rural industrial upgrading, yet existing studies mainly measure entry quantity. The primary objective of this study is to assess whether the county-level business environment is associated with the structural…

View free PDFSource page
arxivcs.RO2026-07-21

Correct-by-Construction Behavior Tree Synthesis from Signal Temporal Logic Specifications with Application to Robotic Missions

Jiaheng Dong, Jingyi Huang, Liang Han

Behavior Trees (BTs) are widely adopted for complex task execution in robotics, providing modular, reactive control but lacking formal guarantees. However, existing correct-by-construction synthesis from Linear Temporal Logic (LTL) cannot express quantitative timing constraints.…

View free PDFSource page
arxivcs.AI2026-07-07

Reliability-Aware LLM Alignment from Inconsistent Human Feedback

Jingyi Huang, Ruohan Zong, Yujun Feng, Liran Ma, Lanyu Shang, Yang Zhang

Reinforcement Learning from Human Feedback (RLHF) is critical for aligning Large Language Models (LLMs) with human preferences. However, its efficacy is often compromised by the inherent inconsistency and subjectivity of human annotations. Existing preference optimization framewo…

View free PDFSource page